CHAID

Main aspects

  • Identifies those characteristics that are key to explaining the variation in responses to a question
  • A tree diagram is produced showing the order and magnitude of effect
  • Related to regression but where the independent variables are categories
  • For example, could be used to identify which characteristics are key to determining whether physicians are high or low prescribers of a new product
  • Terminal nodes segment the population
  • Has visual impact